{"openapi":"3.1.0","info":{"title":"MAMMOUTH API","version":"1.105.6"},"paths":{"/chat/completions":{"post":{"tags":["chat/completions"],"summary":"Chat Completion","description":"Follows the exact same API spec as `OpenAI's Chat API https://platform.openai.com/docs/api-reference/chat`\n\n```bash\ncurl -X POST http://localhost:4000/v1/chat/completions \n-H \"Content-Type: application/json\" \n-H \"Authorization: Bearer sk-1234\" \n-d '{\n \"model\": \"gpt-4o\",\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"Hello!\"\n }\n ]\n}'\n```","operationId":"chat_completion_chat_completions_post","security":[{"APIKeyHeader":[]}],"parameters":[],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation 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so the same caller context (team\nscoping, health filtering, paused deployments) drives both endpoints; the\nlisting's public id must resolve to the same internal deployment here.","operationId":"model_info_v1_models__model_id__get","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"model_id","in":"path","required":true,"schema":{"type":"string","title":"Model Id"}},{"name":"team_id","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Team Id"}},{"name":"healthy_only","in":"query","required":false,"schema":{"anyOf":[{"type":"boolean"},{"type":"null"}],"default":false,"title":"Healthy Only"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/completions":{"post":{"tags":["completions"],"summary":"Completion","description":"Follows the exact same API spec as `OpenAI's Completions API https://platform.openai.com/docs/api-reference/completions`\n\n```bash\ncurl -X POST http://localhost:4000/v1/completions \n-H \"Content-Type: application/json\" \n-H \"Authorization: Bearer sk-1234\" \n-d '{\n \"model\": \"gpt-3.5-turbo-instruct\",\n \"prompt\": \"Once upon a time\",\n \"max_tokens\": 50,\n \"temperature\": 0.7\n}'\n```","operationId":"completion_completions_post","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"model","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Model"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v1/completions":{"post":{"tags":["completions"],"summary":"Completion","description":"Follows the exact same API spec as `OpenAI's Completions API https://platform.openai.com/docs/api-reference/completions`\n\n```bash\ncurl -X POST http://localhost:4000/v1/completions \n-H \"Content-Type: application/json\" \n-H \"Authorization: Bearer sk-1234\" \n-d '{\n \"model\": \"gpt-3.5-turbo-instruct\",\n \"prompt\": \"Once upon a time\",\n \"max_tokens\": 50,\n \"temperature\": 0.7\n}'\n```","operationId":"completion_v1_completions_post","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"model","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Model"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/embeddings":{"post":{"tags":["embeddings"],"summary":"Embeddings","description":"Follows the exact same API spec as `OpenAI's Embeddings API https://platform.openai.com/docs/api-reference/embeddings`\n\n```bash\ncurl -X POST http://localhost:4000/v1/embeddings \n-H \"Content-Type: application/json\" \n-H \"Authorization: Bearer sk-1234\" \n-d '{\n \"model\": \"text-embedding-ada-002\",\n \"input\": \"The quick brown fox jumps over the lazy dog\"\n}'\n```","operationId":"embeddings_embeddings_post","security":[{"APIKeyHeader":[]}],"parameters":[],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation 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sk-1234\" \n-d '{\n \"model\": \"text-embedding-ada-002\",\n \"input\": \"The quick brown fox jumps over the lazy dog\"\n}'\n```","operationId":"embeddings_v1_embeddings_post","security":[{"APIKeyHeader":[]}],"parameters":[],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"requestBody":{"required":true,"content":{"application/json":{"schema":{"type":"object","required":["model"],"properties":{"model":{"title":"Model","type":"string"},"input":{"default":[],"items":{"type":"string"},"title":"Input","type":"array"},"timeout":{"default":600,"title":"Timeout","type":"integer"},"api_base":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"title":"Api Base"},"api_version":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"title":"Api 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supports_* capabilities) for any model\nin the cost map, whether or not it is registered on this proxy. `model_info` carries every\nfield of the raw cost map entry plus the typed fields `litellm.get_model_info` derives from it\n(`key`, `supported_openai_params`).\n\nExample curl:\n```\ncurl -X GET --location 'http://localhost:4000/utils/model_info?model=gpt-4o&custom_llm_provider=openai' --header 'Authorization: Bearer sk-1234'\n```","operationId":"model_info_lookup_utils_model_info_get","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"model","in":"query","required":true,"schema":{"type":"string","title":"Model"}},{"name":"custom_llm_provider","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Custom Llm Provider"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation 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Sensitive fields such as API keys and api_base are omitted.\n\nQuery parameters:\n model: Filter to a single public `model_name`.\n user_models_only: When true, only return models created by the calling user.\n include_team_models: When true, populate `access_via_team_ids` and `direct_access`\n on each model and filter to deployments the caller can use.\n page / size: Pagination controls (defaults: page=1, size=50).\n search: Case-insensitive partial match on model name or team public name.\n modelId: Return a single deployment by LiteLLM model id.\n teamId: Filter to models with direct access or team membership for this team id.\n sortBy / sortOrder: Sort by model_name, created_at, updated_at, costs, or status.\n access_group: Only return deployments in this model access group.\n wildcard_only: Only return deployments whose `model_name` contains `*`.\n\nExample request:\n```\ncurl -X GET 'http://localhost:4000/v2/model/info?include_team_models=true&page=1&size=50' \\\n--header 'Authorization: Bearer sk-1234'\n```\n\nExample response:\n```json\n{\n \"data\": [\n {\n \"model_name\": \"gpt-4\",\n \"litellm_params\": {\"model\": \"openai/gpt-4.1\"},\n \"model_info\": {\n \"id\": \"abc123\",\n \"litellm_provider\": \"openai\",\n \"access_via_team_ids\": [\"team-1\"],\n \"direct_access\": true\n }\n }\n ],\n \"total_count\": 1,\n \"current_page\": 1,\n \"total_pages\": 1,\n \"size\": 50\n}\n```","operationId":"model_info_v2_v2_model_info_get","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"model","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Specify the model name (optional)","title":"Model"},"description":"Specify the model name (optional)"},{"name":"user_models_only","in":"query","required":false,"schema":{"anyOf":[{"type":"boolean"},{"type":"null"}],"description":"Only return models added by this user","default":false,"title":"User Models Only"},"description":"Only return models added by this user"},{"name":"include_team_models","in":"query","required":false,"schema":{"anyOf":[{"type":"boolean"},{"type":"null"}],"description":"Return all models across all teams user is in.","default":false,"title":"Include Team Models"},"description":"Return all models across all teams user is in."},{"name":"debug","in":"query","required":false,"schema":{"anyOf":[{"type":"boolean"},{"type":"null"}],"default":false,"title":"Debug"}},{"name":"page","in":"query","required":false,"schema":{"type":"integer","minimum":1,"description":"Page number","default":1,"title":"Page"},"description":"Page number"},{"name":"size","in":"query","required":false,"schema":{"type":"integer","minimum":1,"description":"Page size","default":50,"title":"Size"},"description":"Page size"},{"name":"search","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Search model names (case-insensitive partial match)","title":"Search"},"description":"Search model names (case-insensitive partial match)"},{"name":"modelId","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Search for a specific model by its unique ID","title":"Modelid"},"description":"Search for a specific model by its unique ID"},{"name":"teamId","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Filter models by team ID. Returns models with direct_access=True or teamId in access_via_team_ids","title":"Teamid"},"description":"Filter models by team ID. Returns models with direct_access=True or teamId in access_via_team_ids"},{"name":"sortBy","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Field to sort by. Options: model_name, created_at, updated_at, costs, status","title":"Sortby"},"description":"Field to sort by. Options: model_name, created_at, updated_at, costs, status"},{"name":"sortOrder","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Sort order. Options: asc, desc","default":"asc","title":"Sortorder"},"description":"Sort order. Options: asc, desc"},{"name":"exclude_auto_routers","in":"query","required":false,"schema":{"anyOf":[{"type":"boolean"},{"type":"null"}],"description":"Omit auto-router deployments (litellm model prefixed `auto_router/`). They select among deployments rather than being deployments themselves, so a caller rendering a deployment list can leave them out. Defaults to false, so existing callers are unaffected","default":false,"title":"Exclude Auto Routers"},"description":"Omit auto-router deployments (litellm model prefixed `auto_router/`). They select among deployments rather than being deployments themselves, so a caller rendering a deployment list can leave them out. Defaults to false, so existing callers are unaffected"},{"name":"access_group","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Only return deployments whose `model_info.access_groups` contains this access group","title":"Access Group"},"description":"Only return deployments whose `model_info.access_groups` contains this access group"},{"name":"wildcard_only","in":"query","required":false,"schema":{"anyOf":[{"type":"boolean"},{"type":"null"}],"description":"Only return wildcard deployments, i.e. those whose `model_name` contains `*`","default":false,"title":"Wildcard Only"},"description":"Only return wildcard deployments, i.e. those whose `model_name` contains `*`"}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v1/model/deprecations":{"get":{"tags":["model management"],"summary":"Model Deprecations","description":"List models with known deprecation/sunset dates, bucketed by urgency.\n\nReads `deprecation_date` metadata from `model_prices_and_context_window.json`\n(and any per-deployment `model_info.deprecation_date` overrides) for the\nmodels configured on this proxy.\n\nParameters:\n warn_within_days: Window (in days) used to bucket \"imminent\" models,\n 30 by default.\n\nReturns:\n A payload with three lists of `ModelDeprecationInfo` entries:\n\n - `deprecated`: deprecation date is in the past, so these requests may\n fail at any time.\n - `imminent`: deprecation date is within `warn_within_days` from today.\n - `upcoming`: deprecation date is further out.\n\nExample:\n```shell\ncurl -X GET 'http://localhost:4000/model/deprecations' \\\n -H 'Authorization: Bearer sk-1234'\n```","operationId":"model_deprecations_v1_model_deprecations_get","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"warn_within_days","in":"query","required":false,"schema":{"type":"integer","default":30,"title":"Warn Within Days"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ModelDeprecationResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/model/deprecations":{"get":{"tags":["model management"],"summary":"Model Deprecations","description":"List models with known deprecation/sunset dates, bucketed by urgency.\n\nReads `deprecation_date` metadata from `model_prices_and_context_window.json`\n(and any per-deployment `model_info.deprecation_date` overrides) for the\nmodels configured on this proxy.\n\nParameters:\n warn_within_days: Window (in days) used to bucket \"imminent\" models,\n 30 by default.\n\nReturns:\n A payload with three lists of `ModelDeprecationInfo` entries:\n\n - `deprecated`: deprecation date is in the past, so these requests may\n fail at any time.\n - `imminent`: deprecation date is within `warn_within_days` from today.\n - `upcoming`: deprecation date is further out.\n\nExample:\n```shell\ncurl -X GET 'http://localhost:4000/model/deprecations' \\\n -H 'Authorization: Bearer sk-1234'\n```","operationId":"model_deprecations_model_deprecations_get","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"warn_within_days","in":"query","required":false,"schema":{"type":"integer","default":30,"title":"Warn Within Days"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ModelDeprecationResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/model_group/info":{"get":{"tags":["model management"],"summary":"Model Group Info","description":"Get information about all the deployments on litellm proxy, including config.yaml descriptions (except api key and api base)\n\n- /model_group/info returns all model groups. End users of proxy should use /model_group/info since those models will be used for /chat/completions, /embeddings, etc.\n- /model_group/info?model_group=rerank-english-v3.0 returns all model groups for a specific model group (`model_name` in config.yaml)\n\n\n\nExample Request (All Models):\n```shell\ncurl -X 'GET' 'http://localhost:4000/model_group/info' -H 'accept: application/json' -H 'x-api-key: sk-1234'\n```\n\nExample Request (Specific Model Group):\n```shell\ncurl -X 'GET' 'http://localhost:4000/model_group/info?model_group=rerank-english-v3.0' -H 'accept: application/json' -H 'Authorization: Bearer sk-1234'\n```\n\nExample Request (Specific Wildcard Model Group): (e.g. `model_name: openai/*` on config.yaml)\n```shell\ncurl -X 'GET' 'http://localhost:4000/model_group/info?model_group=openai/tts-1'\n-H 'accept: application/json' -H 'Authorization: Bearersk-1234'\n```\n\nLearn how to use and set wildcard models [here](https://docs.litellm.ai/docs/wildcard_routing)\n\nExample Response:\n```json\n {\n \"data\": [\n {\n \"model_group\": \"rerank-english-v3.0\",\n \"providers\": [\n \"cohere\"\n ],\n \"max_input_tokens\": null,\n \"max_output_tokens\": null,\n \"input_cost_per_token\": 0.0,\n \"output_cost_per_token\": 0.0,\n \"mode\": null,\n \"tpm\": null,\n \"rpm\": null,\n \"supports_parallel_function_calling\": false,\n \"supports_vision\": false,\n \"supports_function_calling\": false,\n \"supported_openai_params\": [\n \"stream\",\n \"temperature\",\n \"max_tokens\",\n \"logit_bias\",\n \"top_p\",\n \"frequency_penalty\",\n \"presence_penalty\",\n \"stop\",\n \"n\",\n \"extra_headers\"\n ]\n },\n {\n \"model_group\": \"gpt-3.5-turbo\",\n \"providers\": [\n \"openai\"\n ],\n \"max_input_tokens\": 16385.0,\n \"max_output_tokens\": 4096.0,\n \"input_cost_per_token\": 1.5e-06,\n \"output_cost_per_token\": 2e-06,\n \"mode\": \"chat\",\n \"tpm\": null,\n \"rpm\": null,\n \"supports_parallel_function_calling\": false,\n \"supports_vision\": false,\n \"supports_function_calling\": true,\n \"supported_openai_params\": [\n \"frequency_penalty\",\n \"logit_bias\",\n \"logprobs\",\n \"top_logprobs\",\n \"max_tokens\",\n \"max_completion_tokens\",\n \"n\",\n \"presence_penalty\",\n \"seed\",\n \"stop\",\n \"stream\",\n \"stream_options\",\n \"temperature\",\n \"top_p\",\n \"tools\",\n \"tool_choice\",\n \"function_call\",\n \"functions\",\n \"max_retries\",\n \"extra_headers\",\n \"parallel_tool_calls\",\n \"response_format\"\n ]\n },\n {\n \"model_group\": \"llava-hf\",\n \"providers\": [\n \"openai\"\n ],\n \"max_input_tokens\": null,\n \"max_output_tokens\": null,\n \"input_cost_per_token\": 0.0,\n \"output_cost_per_token\": 0.0,\n \"mode\": null,\n \"tpm\": null,\n \"rpm\": null,\n \"supports_parallel_function_calling\": false,\n \"supports_vision\": true,\n \"supports_function_calling\": false,\n \"supported_openai_params\": [\n \"frequency_penalty\",\n \"logit_bias\",\n \"logprobs\",\n \"top_logprobs\",\n \"max_tokens\",\n \"max_completion_tokens\",\n \"n\",\n \"presence_penalty\",\n \"seed\",\n \"stop\",\n \"stream\",\n \"stream_options\",\n \"temperature\",\n \"top_p\",\n \"tools\",\n \"tool_choice\",\n \"function_call\",\n \"functions\",\n \"max_retries\",\n \"extra_headers\",\n \"parallel_tool_calls\",\n \"response_format\"\n ]\n }\n ]\n }\n```","operationId":"model_group_info_model_group_info_get","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"model_group","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Model Group"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/responses":{"post":{"tags":["responses"],"summary":"Responses Api","description":"Follows the OpenAI Responses API spec: https://platform.openai.com/docs/api-reference/responses\n\nSupports background mode with polling_via_cache for partial response retrieval.\nWhen background=true and polling_via_cache is enabled, returns a polling_id immediately\nand streams the response in the background, updating Redis cache.\n\n```bash\n# Normal request\ncurl -X POST http://localhost:4000/v1/responses -H \"Content-Type: application/json\" -H \"Authorization: Bearer sk-1234\" -d '{\n \"model\": \"gpt-4o\",\n \"input\": \"Tell me about AI\"\n}'\n\n# Background request with polling\ncurl -X POST http://localhost:4000/v1/responses -H \"Content-Type: application/json\" -H \"Authorization: Bearer sk-1234\" -d '{\n \"model\": \"gpt-4o\",\n \"input\": \"Tell me about AI\",\n \"background\": true\n}'\n```","operationId":"responses_api_responses_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ResponsesAPIResponse"}},"text/event-stream":{"schema":{"type":"string","description":"Server sent events when stream=true"}}}}},"security":[{"APIKeyHeader":[]}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"type":"object","required":["input","model"],"properties":{"include":{"anyOf":[{"items":{"enum":["file_search_call.results","web_search_call.results","web_search_call.action.sources","message.input_image.image_url","computer_call_output.output.image_url","code_interpreter_call.outputs","reasoning.encrypted_content","message.output_text.logprobs"],"type":"string"},"type":"array"},{"type":"null"}],"title":"Include"},"instructions":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Instructions"},"max_output_tokens":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Max Output Tokens"},"metadata":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Metadata"},"parallel_tool_calls":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Parallel Tool Calls"},"previous_response_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Previous Response Id"},"reasoning":{"anyOf":[{"$ref":"#/components/schemas/Reasoning"},{"type":"null"}]},"store":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Store"},"background":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Background"},"stream":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Stream"},"temperature":{"anyOf":[{"type":"number"},{"type":"null"}],"title":"Temperature"},"text":{"anyOf":[{"$ref":"#/components/schemas/ResponseTextConfigParam"},{"type":"null"}]},"tool_choice":{"anyOf":[{"enum":["none","auto","required"],"type":"string"},{"$ref":"#/components/schemas/ToolChoiceAllowedParam"},{"$ref":"#/components/schemas/ToolChoiceTypesParam"},{"$ref":"#/components/schemas/ToolChoiceFunctionParam"},{"$ref":"#/components/schemas/ToolChoiceMcpParam"},{"$ref":"#/components/schemas/ToolChoiceCustomParam"},{"$ref":"#/components/schemas/ToolChoiceApplyPatchParam"},{"$ref":"#/components/schemas/ToolChoiceShellParam"},{"type":"null"}],"title":"Tool Choice"},"tools":{"anyOf":[{"items":{"anyOf":[{"$ref":"#/components/schemas/FunctionToolParam"},{"$ref":"#/components/schemas/FileSearchToolParam"},{"$ref":"#/components/schemas/openai__types__responses__computer_tool_param__ComputerToolParam"},{"$ref":"#/components/schemas/ComputerUsePreviewToolParam"},{"$ref":"#/components/schemas/WebSearchToolParam"},{"$ref":"#/components/schemas/Mcp"},{"$ref":"#/components/schemas/CodeInterpreter"},{"$ref":"#/components/schemas/ImageGeneration"},{"$ref":"#/components/schemas/LocalShell"},{"$ref":"#/components/schemas/FunctionShellToolParam"},{"$ref":"#/components/schemas/CustomToolParam"},{"$ref":"#/components/schemas/NamespaceToolParam"},{"$ref":"#/components/schemas/ToolSearchToolParam"},{"$ref":"#/components/schemas/WebSearchPreviewToolParam"},{"$ref":"#/components/schemas/ApplyPatchToolParam"},{"$ref":"#/components/schemas/litellm__types__llms__openai__ComputerToolParam"},{"$ref":"#/components/schemas/ShellToolParam"}]},"type":"array"},{"type":"null"}],"title":"Tools"},"top_p":{"anyOf":[{"type":"number"},{"type":"null"}],"title":"Top P"},"truncation":{"anyOf":[{"enum":["auto","disabled"],"type":"string"},{"type":"null"}],"title":"Truncation"},"user":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"User"},"service_tier":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Service Tier"},"safety_identifier":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Safety Identifier"},"prompt":{"anyOf":[{"$ref":"#/components/schemas/PromptObject"},{"type":"null"}]},"max_tool_calls":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Max Tool Calls"},"prompt_cache_key":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Prompt Cache Key"},"prompt_cache_retention":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Prompt Cache Retention"},"prompt_cache_options":{"anyOf":[{"$ref":"#/components/schemas/PromptCacheOptions"},{"type":"null"}]},"stream_options":{"anyOf":[{"$ref":"#/components/schemas/ResponsesAPIStreamOptions"},{"type":"null"}]},"top_logprobs":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Top Logprobs"},"partial_images":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Partial Images"},"context_management":{"anyOf":[{"items":{"$ref":"#/components/schemas/ContextManagementEntry"},"type":"array"},{"type":"null"}],"title":"Context Management"},"input":{"anyOf":[{"type":"string"},{"items":{"anyOf":[{"$ref":"#/components/schemas/EasyInputMessageParam"},{"$ref":"#/components/schemas/Message"},{"$ref":"#/components/schemas/ResponseOutputMessageParam"},{"$ref":"#/components/schemas/ResponseFileSearchToolCallParam"},{"$ref":"#/components/schemas/ResponseComputerToolCallParam"},{"$ref":"#/components/schemas/ComputerCallOutput"},{"$ref":"#/components/schemas/ResponseFunctionWebSearchParam"},{"$ref":"#/components/schemas/ResponseFunctionToolCallParam"},{"$ref":"#/components/schemas/FunctionCallOutput"},{"$ref":"#/components/schemas/ToolSearchCall"},{"$ref":"#/components/schemas/ResponseToolSearchOutputItemParamParam"},{"$ref":"#/components/schemas/ResponseReasoningItemParam"},{"$ref":"#/components/schemas/ResponseCompactionItemParamParam"},{"$ref":"#/components/schemas/ResponsesAPIRequestParams_ImageGenerationCall"},{"$ref":"#/components/schemas/ResponseCodeInterpreterToolCallParam"},{"$ref":"#/components/schemas/LocalShellCall"},{"$ref":"#/components/schemas/LocalShellCallOutput"},{"$ref":"#/components/schemas/ShellCall"},{"$ref":"#/components/schemas/ShellCallOutput"},{"$ref":"#/components/schemas/ApplyPatchCall"},{"$ref":"#/components/schemas/ApplyPatchCallOutput"},{"$ref":"#/components/schemas/McpListTools"},{"$ref":"#/components/schemas/McpApprovalRequest"},{"$ref":"#/components/schemas/ResponsesAPIRequestParams_McpApprovalResponse"},{"$ref":"#/components/schemas/McpCall"},{"$ref":"#/components/schemas/ResponseCustomToolCallOutputParam"},{"$ref":"#/components/schemas/ResponseCustomToolCallParam"},{"$ref":"#/components/schemas/ItemReference"}]},"type":"array"}],"title":"Input"},"model":{"title":"Model","type":"string"}}}}}}}},"/v1/responses":{"post":{"tags":["responses"],"summary":"Responses Api","description":"Follows the OpenAI Responses API spec: https://platform.openai.com/docs/api-reference/responses\n\nSupports background mode with polling_via_cache for partial response retrieval.\nWhen background=true and polling_via_cache is enabled, returns a polling_id immediately\nand streams the response in the background, updating Redis cache.\n\n```bash\n# Normal request\ncurl -X POST http://localhost:4000/v1/responses -H \"Content-Type: application/json\" -H \"Authorization: Bearer sk-1234\" -d '{\n \"model\": \"gpt-4o\",\n \"input\": \"Tell me about AI\"\n}'\n\n# Background request with polling\ncurl -X POST http://localhost:4000/v1/responses -H \"Content-Type: application/json\" -H \"Authorization: Bearer sk-1234\" -d '{\n \"model\": \"gpt-4o\",\n \"input\": \"Tell me about AI\",\n \"background\": true\n}'\n```","operationId":"responses_api_v1_responses_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ResponsesAPIResponse"}},"text/event-stream":{"schema":{"type":"string","description":"Server sent events when stream=true"}}}}},"security":[{"APIKeyHeader":[]}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"type":"object","required":["input","model"],"properties":{"include":{"anyOf":[{"items":{"enum":["file_search_call.results","web_search_call.results","web_search_call.action.sources","message.input_image.image_url","computer_call_output.output.image_url","code_interpreter_call.outputs","reasoning.encrypted_content","message.output_text.logprobs"],"type":"string"},"type":"array"},{"type":"null"}],"title":"Include"},"instructions":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Instructions"},"max_output_tokens":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Max Output Tokens"},"metadata":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Metadata"},"parallel_tool_calls":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Parallel Tool Calls"},"previous_response_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Previous Response Id"},"reasoning":{"anyOf":[{"$ref":"#/components/schemas/Reasoning"},{"type":"null"}]},"store":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Store"},"background":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Background"},"stream":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Stream"},"temperature":{"anyOf":[{"type":"number"},{"type":"null"}],"title":"Temperature"},"text":{"anyOf":[{"$ref":"#/components/schemas/ResponseTextConfigParam"},{"type":"null"}]},"tool_choice":{"anyOf":[{"enum":["none","auto","required"],"type":"string"},{"$ref":"#/components/schemas/ToolChoiceAllowedParam"},{"$ref":"#/components/schemas/ToolChoiceTypesParam"},{"$ref":"#/components/schemas/ToolChoiceFunctionParam"},{"$ref":"#/components/schemas/ToolChoiceMcpParam"},{"$ref":"#/components/schemas/ToolChoiceCustomParam"},{"$ref":"#/components/schemas/ToolChoiceApplyPatchParam"},{"$ref":"#/components/schemas/ToolChoiceShellParam"},{"type":"null"}],"title":"Tool Choice"},"tools":{"anyOf":[{"items":{"anyOf":[{"$ref":"#/components/schemas/FunctionToolParam"},{"$ref":"#/components/schemas/FileSearchToolParam"},{"$ref":"#/components/schemas/openai__types__responses__computer_tool_param__ComputerToolParam"},{"$ref":"#/components/schemas/ComputerUsePreviewToolParam"},{"$ref":"#/components/schemas/WebSearchToolParam"},{"$ref":"#/components/schemas/Mcp"},{"$ref":"#/components/schemas/CodeInterpreter"},{"$ref":"#/components/schemas/ImageGeneration"},{"$ref":"#/components/schemas/LocalShell"},{"$ref":"#/components/schemas/FunctionShellToolParam"},{"$ref":"#/components/schemas/CustomToolParam"},{"$ref":"#/components/schemas/NamespaceToolParam"},{"$ref":"#/components/schemas/ToolSearchToolParam"},{"$ref":"#/components/schemas/WebSearchPreviewToolParam"},{"$ref":"#/components/schemas/ApplyPatchToolParam"},{"$ref":"#/components/schemas/litellm__types__llms__openai__ComputerToolParam"},{"$ref":"#/components/schemas/ShellToolParam"}]},"type":"array"},{"type":"null"}],"title":"Tools"},"top_p":{"anyOf":[{"type":"number"},{"type":"null"}],"title":"Top P"},"truncation":{"anyOf":[{"enum":["auto","disabled"],"type":"string"},{"type":"null"}],"title":"Truncation"},"user":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"User"},"service_tier":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Service Tier"},"safety_identifier":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Safety Identifier"},"prompt":{"anyOf":[{"$ref":"#/components/schemas/PromptObject"},{"type":"null"}]},"max_tool_calls":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Max Tool Calls"},"prompt_cache_key":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Prompt Cache Key"},"prompt_cache_retention":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Prompt Cache Retention"},"prompt_cache_options":{"anyOf":[{"$ref":"#/components/schemas/PromptCacheOptions"},{"type":"null"}]},"stream_options":{"anyOf":[{"$ref":"#/components/schemas/ResponsesAPIStreamOptions"},{"type":"null"}]},"top_logprobs":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Top Logprobs"},"partial_images":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Partial Images"},"context_management":{"anyOf":[{"items":{"$ref":"#/components/schemas/ContextManagementEntry"},"type":"array"},{"type":"null"}],"title":"Context Management"},"input":{"anyOf":[{"type":"string"},{"items":{"anyOf":[{"$ref":"#/components/schemas/EasyInputMessageParam"},{"$ref":"#/components/schemas/Message"},{"$ref":"#/components/schemas/ResponseOutputMessageParam"},{"$ref":"#/components/schemas/ResponseFileSearchToolCallParam"},{"$ref":"#/components/schemas/ResponseComputerToolCallParam"},{"$ref":"#/components/schemas/ComputerCallOutput"},{"$ref":"#/components/schemas/ResponseFunctionWebSearchParam"},{"$ref":"#/components/schemas/ResponseFunctionToolCallParam"},{"$ref":"#/components/schemas/FunctionCallOutput"},{"$ref":"#/components/schemas/ToolSearchCall"},{"$ref":"#/components/schemas/ResponseToolSearchOutputItemParamParam"},{"$ref":"#/components/schemas/ResponseReasoningItemParam"},{"$ref":"#/components/schemas/ResponseCompactionItemParamParam"},{"$ref":"#/components/schemas/ResponsesAPIRequestParams_ImageGenerationCall"},{"$ref":"#/components/schemas/ResponseCodeInterpreterToolCallParam"},{"$ref":"#/components/schemas/LocalShellCall"},{"$ref":"#/components/schemas/LocalShellCallOutput"},{"$ref":"#/components/schemas/ShellCall"},{"$ref":"#/components/schemas/ShellCallOutput"},{"$ref":"#/components/schemas/ApplyPatchCall"},{"$ref":"#/components/schemas/ApplyPatchCallOutput"},{"$ref":"#/components/schemas/McpListTools"},{"$ref":"#/components/schemas/McpApprovalRequest"},{"$ref":"#/components/schemas/ResponsesAPIRequestParams_McpApprovalResponse"},{"$ref":"#/components/schemas/McpCall"},{"$ref":"#/components/schemas/ResponseCustomToolCallOutputParam"},{"$ref":"#/components/schemas/ResponseCustomToolCallParam"},{"$ref":"#/components/schemas/ItemReference"}]},"type":"array"}],"title":"Input"},"model":{"title":"Model","type":"string"}}}}}}}},"/cursor/v1/models":{"get":{"tags":["responses"],"summary":"Cursor Model List","description":"OpenAI-compatible model listing for the Cursor BYOK base URL.\n\nClients pointed at `/cursor` as an OpenAI-compatible base URL resolve and\nverify models via `GET {base}/models` (the OpenAI SDK contract). Without this\nroute those requests fall through to the Cursor Cloud Agents passthrough, which\ndemands a Cursor API key and 401s, so key verification silently fails before any\nchat request is ever sent. Delegates to the standard `/v1/models` handler.","operationId":"cursor_model_list_cursor_v1_models_get","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}},"security":[{"APIKeyHeader":[]}]}},"/cursor/models":{"get":{"tags":["responses"],"summary":"Cursor Model List","description":"OpenAI-compatible model listing for the Cursor BYOK base URL.\n\nClients pointed at `/cursor` as an OpenAI-compatible base URL resolve and\nverify models via `GET {base}/models` (the OpenAI SDK contract). Without this\nroute those requests fall through to the Cursor Cloud Agents passthrough, which\ndemands a Cursor API key and 401s, so key verification silently fails before any\nchat request is ever sent. Delegates to the standard `/v1/models` handler.","operationId":"cursor_model_list_cursor_models_get","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}},"security":[{"APIKeyHeader":[]}]}},"/responses/{response_id}":{"get":{"tags":["responses"],"summary":"Get Response","description":"Get a response by ID.\n\nSupports both:\n- Polling IDs (litellm_poll_*): Returns cumulative cached content from background responses\n- Provider response IDs: Passes through to provider API\n\nFollows the OpenAI Responses API spec: https://platform.openai.com/docs/api-reference/responses/get\n\n```bash\n# Get polling response\ncurl -X GET http://localhost:4000/v1/responses/litellm_poll_abc123 -H \"Authorization: Bearer sk-1234\"\n\n# Get provider response\ncurl -X GET http://localhost:4000/v1/responses/resp_abc123 -H \"Authorization: Bearer sk-1234\"\n```","operationId":"get_response_responses__response_id__get","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"response_id","in":"path","required":true,"schema":{"type":"string","title":"Response Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ResponsesAPIResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"delete":{"tags":["responses"],"summary":"Delete Response","description":"Delete a response by ID.\n\nSupports both:\n- Polling IDs (litellm_poll_*): Deletes from Redis cache\n- Provider response IDs: Passes through to provider API\n\nFollows the OpenAI Responses API spec: https://platform.openai.com/docs/api-reference/responses/delete\n\n```bash\ncurl -X DELETE http://localhost:4000/v1/responses/resp_abc123 -H \"Authorization: Bearer sk-1234\"\n```","operationId":"delete_response_responses__response_id__delete","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"response_id","in":"path","required":true,"schema":{"type":"string","title":"Response Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/DeleteResponseResult"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v1/responses/{response_id}":{"get":{"tags":["responses"],"summary":"Get Response","description":"Get a response by ID.\n\nSupports both:\n- Polling IDs (litellm_poll_*): Returns cumulative cached content from background responses\n- Provider response IDs: Passes through to provider API\n\nFollows the OpenAI Responses API spec: https://platform.openai.com/docs/api-reference/responses/get\n\n```bash\n# Get polling response\ncurl -X GET http://localhost:4000/v1/responses/litellm_poll_abc123 -H \"Authorization: Bearer sk-1234\"\n\n# Get provider response\ncurl -X GET http://localhost:4000/v1/responses/resp_abc123 -H \"Authorization: Bearer sk-1234\"\n```","operationId":"get_response_v1_responses__response_id__get","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"response_id","in":"path","required":true,"schema":{"type":"string","title":"Response Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ResponsesAPIResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"delete":{"tags":["responses"],"summary":"Delete Response","description":"Delete a response by ID.\n\nSupports both:\n- Polling IDs (litellm_poll_*): Deletes from Redis cache\n- Provider response IDs: Passes through to provider API\n\nFollows the OpenAI Responses API spec: https://platform.openai.com/docs/api-reference/responses/delete\n\n```bash\ncurl -X DELETE http://localhost:4000/v1/responses/resp_abc123 -H \"Authorization: Bearer sk-1234\"\n```","operationId":"delete_response_v1_responses__response_id__delete","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"response_id","in":"path","required":true,"schema":{"type":"string","title":"Response Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/DeleteResponseResult"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/responses/{response_id}/input_items":{"get":{"tags":["responses"],"summary":"Get Response Input Items","description":"List input items for a response.","operationId":"get_response_input_items_responses__response_id__input_items_get","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"response_id","in":"path","required":true,"schema":{"type":"string","title":"Response Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ResponseItemList"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v1/responses/{response_id}/input_items":{"get":{"tags":["responses"],"summary":"Get Response Input Items","description":"List input items for a response.","operationId":"get_response_input_items_v1_responses__response_id__input_items_get","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"response_id","in":"path","required":true,"schema":{"type":"string","title":"Response Id"}}],"responses":{"200":{"description":"Successful 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https://platform.openai.com/docs/api-reference/responses/input-tokens\n\n```bash\ncurl -X POST http://localhost:4000/v1/responses/input_tokens -H \"Content-Type: application/json\" -H \"Authorization: Bearer sk-1234\" -d '{\n \"model\": \"gpt-4o\",\n \"input\": \"Hello, how are you?\"\n}'\n```\n\nReturns: `{\"object\": \"response.input_tokens\", \"input_tokens\": }`","operationId":"responses_input_tokens_responses_input_tokens_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}},"security":[{"APIKeyHeader":[]}]}},"/v1/responses/input_tokens":{"post":{"tags":["responses"],"summary":"Responses Input Tokens","description":"Count the input tokens of a Responses API request without calling the model.\n\nFollows the OpenAI Responses API spec: https://platform.openai.com/docs/api-reference/responses/input-tokens\n\n```bash\ncurl -X POST http://localhost:4000/v1/responses/input_tokens -H \"Content-Type: application/json\" -H \"Authorization: Bearer sk-1234\" -d '{\n \"model\": \"gpt-4o\",\n \"input\": \"Hello, how are you?\"\n}'\n```\n\nReturns: `{\"object\": \"response.input_tokens\", \"input_tokens\": }`","operationId":"responses_input_tokens_v1_responses_input_tokens_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}},"security":[{"APIKeyHeader":[]}]}},"/responses/{response_id}/cancel":{"post":{"tags":["responses"],"summary":"Cancel Response","description":"Cancel a response by ID.\n\nSupports both:\n- Polling IDs (litellm_poll_*): Cancels background response and updates status in Redis\n- Provider response IDs: Passes through to provider API\n\nFollows the OpenAI Responses API spec: https://platform.openai.com/docs/api-reference/responses/cancel\n\n```bash\n# Cancel polling response\ncurl -X POST http://localhost:4000/v1/responses/litellm_poll_abc123/cancel -H \"Authorization: Bearer sk-1234\"\n\n# Cancel provider response\ncurl -X POST 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\"http://localhost:4000/v1/images/edits\" -H \"Authorization: Bearer sk-1234\" -F \"model=gpt-image-1\" -F \"image[]=@soap.png\" -F 'prompt=Create a studio ghibli image of this'\n```","operationId":"image_edit_api_images_edits_post","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"model","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Model"}}],"requestBody":{"content":{"multipart/form-data":{"schema":{"$ref":"#/components/schemas/Body_image_edit_api_images_edits_post"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v1/images/edits":{"post":{"tags":["images"],"summary":"Image Edit Api","description":"Follows the OpenAI Images API spec: https://platform.openai.com/docs/api-reference/images/create\n\n```bash\ncurl -s -D >(grep -i x-request-id >&2) -o >(jq -r '.data[0].b64_json' | base64 --decode > gift-basket.png) -X POST \"http://localhost:4000/v1/images/edits\" -H \"Authorization: Bearer sk-1234\" -F \"model=gpt-image-1\" -F \"image[]=@soap.png\" -F 'prompt=Create a studio ghibli image of this'\n```","operationId":"image_edit_api_v1_images_edits_post","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"model","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Model"}}],"requestBody":{"content":{"multipart/form-data":{"schema":{"$ref":"#/components/schemas/Body_image_edit_api_v1_images_edits_post"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/health":{"get":{"tags":["health"],"summary":"Health Endpoint","description":"🚨 USE `/health/liveliness` to health check the proxy 🚨\n\nSee more 👉 https://docs.litellm.ai/docs/proxy/health\n\n\nCheck the health of all the endpoints in config.yaml\n\nTo run health checks in the background, add this to config.yaml:\n```\ngeneral_settings:\n # ... other settings\n background_health_checks: True\n```\nelse, the health checks will be run on models when /health is called.\n\nTo skip deployments that set ``model_info.disable_background_health_check: true``\non ``GET /health`` as well as in the background loop, set\n``general_settings.health_check_skip_disabled_background_models: true``.","operationId":"health_endpoint_health_get","security":[{"APIKeyHeader":[]}],"parameters":[{"name":"model","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Specify the model name (optional)","title":"Model"},"description":"Specify the model name (optional)"},{"name":"model_id","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Specify the model ID 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Admins can opt into the legacy detailed payload with\ngeneral_settings.allow_public_health_readiness_details.","operationId":"health_readiness_health_readiness_get","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}}},"components":{"schemas":{"AcknowledgedSafetyCheck":{"properties":{"id":{"type":"string","title":"Id"},"code":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Code"},"message":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Message"}},"additionalProperties":true,"type":"object","required":["id"],"title":"AcknowledgedSafetyCheck","description":"A pending safety check for the computer call."},"Action":{"properties":{"commands":{"items":{"type":"string"},"type":"array","title":"Commands"},"max_output_length":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Max Output Length"},"timeout_ms":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Timeout 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